Using discrete wavelet transform for optimizing COVID-19 new cases and deaths prediction worldwide with deep neural networks

• Erick Giovani Sperandio Nascimento ,

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing

  * E-mail: erick.sperandio@fieb.org.br, erick.sperandio@surrey.ac.uk.

  Affiliations Manufacturing and Technology Integrated Campus–SENAI CIMATEC, Salvador, Bahia, Brazil, Department of Electrical & Electronic Engineering, Surrey Institute for People-Centred AI, Faculty of Engineering and Physical Sciences, University of Surrey, Guildford, United Kingdom

  https://orcid.org/0000-0003-2219-0290

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• Júnia Ortiz,

  Roles Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Manufacturing and Technology Integrated Campus–SENAI CIMATEC, Salvador, Bahia, Brazil

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• Adhvan Novais Furtado,

  Roles Formal analysis, Funding acquisition, Methodology, Resources, Writing – original draft

  Affiliation Manufacturing and Technology Integrated Campus–SENAI CIMATEC, Salvador, Bahia, Brazil

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• Diego Frias

  Roles Formal analysis, Investigation, Methodology, Validation, Writing – original draft

  Affiliation State University of Bahia–UNEB, Salvador, Bahia, Brazil

  https://orcid.org/0000-0002-0846-7196

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